Command-line interface#
Pipeline parameters#
Parameter | Description | Type | Default |
---|---|---|---|
workflow_level |
Defining the pipeline entrypoint | string |
Complete |
skip_deg |
Skipping Differential expression analysis | boolean |
false |
skip_com |
Skipping Cell-cell communication analysis | boolean |
false |
skip_dbl |
Skipping Doublet detection analysis | boolean |
false |
Project parameters#
Parameter | Description | Type | Default |
---|---|---|---|
sample_table |
Path to sample table | string |
./assets/test_sample_table.csv |
meta_data |
Path to meta-data | string |
./assets/test_meta_data.csv |
project_name |
Project name | string |
Test |
cancer_type |
Enter the cancer type | string |
None |
genome |
Enter genome name | string |
GRCh38 |
igenomes_base |
Enter URL/Path to the genome | string |
gs://btc-refdata/scRNA/refData |
Quality Control parameters#
Parameter | Description | Type | Default |
---|---|---|---|
thr_estimate_n_cells |
Estimated number of cells | integer |
300 |
thr_mean_reads_per_cells |
Mean reads per cell | integer |
25000 |
thr_median_genes_per_cell |
Median genes per cell | integer |
900 |
thr_median_umi_per_cell |
Median UMI per cell | integer |
1000 |
thr_n_feature_rna_min |
Minimum features per cell | integer |
300 |
thr_n_feature_rna_max |
Maximum features per cell | integer |
7500 |
thr_percent_mito |
Percentage of mitochondrial genes | integer |
25 |
thr_n_observed_cells |
Number of observed cells | integer |
300 |
Normalization parameters#
Parameter | Description | Type | Default |
---|---|---|---|
thr_n_features |
Number features for FindVariableFeatures | integer |
2000 |
Clustering parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_features_plot |
Genes to be displayed on Feature plot | string |
LYZ;CCL5;IL32;PTPRCAP;FCGR3A;PF4;PTPRC |
input_integration_dimension |
Embeddings for Louvain clustering | string |
auto |
input_group_plot |
Meta-data columns for UMAP plot | string |
source_name;Sort |
thr_resolution |
Resolution threshold | number |
0.25 |
thr_proportion |
Cell proportion for ROGUE calculation | number |
0.25 |
Stratification parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_stratification_method |
Method to define stratification labels | string |
infercnv_label |
thr_cluster_size |
Defining cluster size limit | integer |
1000 |
thr_consensus_score |
Consensus score threshold (Beta) | integer |
2 |
Cell annotations parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_cell_markers_db |
Path to cell annotation CSV file | string |
./assets/cell_markers_database.csv |
input_annotation_level |
Define annotation level. Currently, only Major cells are available. | string |
Major cells |
Cell-cell communication parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_source_groups |
Source cell type names | string |
all |
input_target_groups |
Target cell type names | string |
all |
input_cellchat_annotation |
CellChat interactions type | string |
Secreted Signaling |
Batch correction parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_integration_method |
Batch correction / Integration methods. Default (all). | string |
all |
input_target_variables |
Meta-data target variable for batch correction | string |
batch |
Batch Evaluation parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_integration_evaluate |
Define methods to be evaluated | string |
all |
thr_cell_proportion |
Cell proportion for Batch evaluation | number |
0.3 |
input_lisi_variables |
Define LISI types for Density plot | string |
cLISI;iLISI |
Differential Expression parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_deg_method |
Define DEG method (check options at Seurat documentation) | string |
wilcox |
input_top_deg |
Number of DEG to be displayed | integer |
20 |
thr_fold_change |
Fold-change threshold | number |
0.25 |
thr_min_percentage |
Minimum cell percentage per DEG | number |
0.1 |
opt_hgv_filter |
Filtering only HGV genes (Optional) | boolean |
False |
Meta-program parameters#
Parameter | Description | Type | Default |
---|---|---|---|
input_meta_programs_db |
Path to meta-program CSV file | string |
./assets/meta_programs_database.csv |
input_cell_category |
Meta-program cell category | string |
Malignant |
input_heatmap_annotation |
Meta-data columns to be displayed on heatmap | string |
source_name;seurat_clusters |